We discuss a result from 2020 by Conant-Pillay on Approximate Subgroups with Bounded VC Dimension as well as more recent developments by, for example, Conant-Terry. The aim is to highlight the use of model theoretic techniques to motivate and/or prove results in arithmetic combinatorics, particularly approximate group theory.